### A Pluto.jl notebook ### # v0.19.27 using Markdown using InteractiveUtils # This Pluto notebook uses @bind for interactivity. When running this notebook outside of Pluto, the following 'mock version' of @bind gives bound variables a default value (instead of an error). macro bind(def, element) quote local iv = try Base.loaded_modules[Base.PkgId(Base.UUID("6e696c72-6542-2067-7265-42206c756150"), "AbstractPlutoDingetjes")].Bonds.initial_value catch; b -> missing; end local el = $(esc(element)) global $(esc(def)) = Core.applicable(Base.get, el) ? Base.get(el) : iv(el) el end end # ╔═╡ 1f84b8d6-4f2d-4fe9-bdfc-e7dcc3d70aaa begin using PlutoUI, PlutoTeachingTools using Downloads using CitableBase using StatsBase, OrderedCollections using PlotlyJS end # ╔═╡ 7368f682-06e3-4f21-85be-740179763de2 TableOfContents() # ╔═╡ 9c15feee-fe87-4b06-96dd-59411778eca9 md"""*Unhide the following cell to see what packages this notebook uses.*""" # ╔═╡ 6ed35212-af84-11ec-2c60-cd3e7a4ec044 md""" # Exploring n-grams """ # ╔═╡ 2886e998-8d2f-4f64-8b18-e2e4bac671ef md"""> There are four main steps in this notebook. > > 1. Prepare a text to analyze. This is down with two functions that you already know how to write. > 2. Compile sorted counts of n-grams. This step is simplified by using functions from existing Julia packages (`slidingwindow` to break up a word list into ngrams and `countmap` to count their frequencies) > 3. Separately isolating `x` and `y` values to plot. This is nothing more than collecting ngrams and their frequencies from an ordered dictionary. > 4. Plotting the results. You will write a plotting function to do this. """ # ╔═╡ 9c7d75ce-2dc3-4f0a-854f-99c8f402b990 md"""### (1) Prepare a text to analyze""" # ╔═╡ 611dbbf9-7045-464e-be9e-16f1b50d69c0 # ╔═╡ 45ace21c-913f-45ce-8642-37776e9b3ecf md"""### (2) Compile sorted counts of n-grams""" # ╔═╡ a8147f92-218b-4ec2-92c5-b889c1d96194 md"""*n-gram size*: $(@bind n Slider(1:15; default=3, show_value=true))""" # ╔═╡ 2191af34-bdb0-4cba-bd2b-523184fcc833 n # ╔═╡ 67d4e4de-eebb-46f5-9b40-d4a5d0318f5c md"""### (3) Isolate `x` and `y` values to plot""" # ╔═╡ a342627a-98cb-4e8e-b0cb-53bdebe91de6 md"""### (4) Plot results""" # ╔═╡ d56c84c1-4256-431f-9dce-e1f134d7d583 md"""*Number of n-grams to display*: $(@bind maxdisplay Slider(50 : 10 : 500; default=100, show_value=true))""" # ╔═╡ 89eedbf8-6a5a-4828-9384-6277bd1ef1a8 md"""*Plot height (pixels)*: $(@bind h Slider(200 : 10 : 800; default=500, show_value=true))""" # ╔═╡ ab4d39bf-91c8-4c49-9864-87d480b419f9 md"""*Plot width (pixels)*: $(@bind w Slider(100 : 10 : 1200; default=500, show_value=true))""" # ╔═╡ f0627523-81dc-4426-a42c-97ee40044a43 md"""> ## Three functions you will implement""" # ╔═╡ 67683cc9-0e2a-4a7b-8f04-b1350b60cf97 """Download a URL `u` and read its contents as a String value. Be tidy and remove any temporary files you create! """ function read_url(u) Downloads.download(u) |> read |> String end # ╔═╡ a85a7304-2a81-4021-aa9e-83bc3c129e78 """Remove punctuation characters from string `s` and convert the result to all lower case. """ function tidytext(s) filter(c -> ! ispunct(c), s) |> lowercase end # ╔═╡ 18496c03-182e-4e9b-951d-068ce03cea5a """Plot bar char of ngram frequencies.""" function plotngram(xlist, ylist, ngramsize, ht, wdt) graphlayout = Layout( title = string(ngramsize, "-gram frequency"), xaxis_title = string(ngramsize, "-grams"), yaxis_title = "Occurrences", width=wdt, height=ht ) thebar = bar(x=xlist, y=ylist) Plot(thebar, graphlayout) end # ╔═╡ 9f027a28-f712-45d7-8462-20cce79b595e html"""







""" # ╔═╡ d4bcb39f-23bf-4b2a-ac16-23292eccba2f html"""


















""" # ╔═╡ 42e009fc-5412-4da6-bc52-5065110edb9a md"""> #### *Stuff you don't need to look at to complete this assignment*""" # ╔═╡ ccfeab02-2bce-4aae-800f-a8660a069927 hyginus_url = "https://raw.githubusercontent.com/neelsmith/digitalmyth/dev/texts/grant-hyginus.txt" # ╔═╡ aac68d98-b5d8-48c1-972a-3cc431b8e971 apollodorus_url = "https://raw.githubusercontent.com/neelsmith/digitalmyth/dev/texts/apollodorus-topos.txt" # ╔═╡ a0080ee8-0d50-49b3-90d2-263a57a30024 menu = ["" => "Choose a text", hyginus_url => "Hyginus", apollodorus_url => "Apollodorus"] # ╔═╡ 95d7c11a-1e9a-424c-b7dc-83f42453d31d md"""*Select a text* $(@bind text_url Select(menu))""" # ╔═╡ b68483f8-0f72-4907-922b-33dce51d888f fulltext = if isempty(text_url) "" else read_url(text_url) end # ╔═╡ ee83b946-8351-4fc0-9d03-058a0769d429 tidier = tidytext(fulltext) # ╔═╡ 34896de6-43c9-42f2-8c1e-50d9c58f495d windows = slidingwindow(split(tidier), n = n) # ╔═╡ 5a62d7ee-0b6a-4749-9562-215e96a47de1 ngstrings = map(nlist -> join(nlist, "_"), windows) # ╔═╡ 07dfbfb4-2ce6-4d37-afd2-95b074b8b76f orderedngs = countmap(ngstrings) |> OrderedDict # ╔═╡ abcfa7d1-60dd-49c1-9052-2f5079886f9e sortedngs = sort(orderedngs, byvalue=true, rev=true) # ╔═╡ 4303b736-9301-4b07-bf1e-26d8700ac318 xvals = keys(sortedngs) |> collect # ╔═╡ 08f7d518-218d-48f2-963f-56602cef06c6 yvals = values(sortedngs) |> collect # ╔═╡ 3067fae3-cc52-455d-9324-10c40077ced0 if isempty(xvals) | isempty(yvals) else plotngram(xvals[1:maxdisplay], yvals[1:maxdisplay], n, h, w) end # ╔═╡ 00000000-0000-0000-0000-000000000001 PLUTO_PROJECT_TOML_CONTENTS = """ [deps] CitableBase = "d6f014bd-995c-41bd-9893-703339864534" Downloads = "f43a241f-c20a-4ad4-852c-f6b1247861c6" OrderedCollections = "bac558e1-5e72-5ebc-8fee-abe8a469f55d" PlotlyJS = "f0f68f2c-4968-5e81-91da-67840de0976a" PlutoTeachingTools = "661c6b06-c737-4d37-b85c-46df65de6f69" PlutoUI = "7f904dfe-b85e-4ff6-b463-dae2292396a8" StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91" [compat] CitableBase = "~10.3.0" OrderedCollections = "~1.6.2" PlotlyJS = "~0.18.10" PlutoTeachingTools = "~0.2.13" PlutoUI = "~0.7.50" StatsBase = "~0.34.0" """ # ╔═╡ 00000000-0000-0000-0000-000000000002 PLUTO_MANIFEST_TOML_CONTENTS = """ # This file is machine-generated - editing it directly is not advised julia_version = "1.9.1" manifest_format = "2.0" project_hash = "bb906fa8770727281df14739abe47fa2206e7deb" [[deps.ANSIColoredPrinters]] git-tree-sha1 = "574baf8110975760d391c710b6341da1afa48d8c" uuid = "a4c015fc-c6ff-483c-b24f-f7ea428134e9" version = "0.0.1" [[deps.AbstractPlutoDingetjes]] deps = ["Pkg"] git-tree-sha1 = "8eaf9f1b4921132a4cff3f36a1d9ba923b14a481" uuid = "6e696c72-6542-2067-7265-42206c756150" version = "1.1.4" [[deps.ArgTools]] uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f" version = "1.1.1" [[deps.Artifacts]] uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33" [[deps.AssetRegistry]] deps = ["Distributed", "JSON", "Pidfile", "SHA", "Test"] git-tree-sha1 = "b25e88db7944f98789130d7b503276bc34bc098e" uuid = 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